Metagenomics: a path to understanding the gut microbiome

被引:30
作者
Yen, Sandi [1 ]
Johnson, Jethro S. [1 ]
机构
[1] Univ Oxford, Oxford Ctr Microbiome Studies, Kennedy Inst Rheumatol, Roosevelt Dr, Oxford OX3 7FY, England
关键词
READ ALIGNMENT; GENOMES; ANNOTATION; DATABASE; BACTERIA; TOOLS; DIVERSITY; RESOURCE; REVEALS; REFSEQ;
D O I
10.1007/s00335-021-09889-x
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
The gut microbiome is a major determinant of host health, yet it is only in the last 2 decades that the advent of next-generation sequencing has enabled it to be studied at a genomic level. Shotgun sequencing is beginning to provide insight into the prokaryotic as well as eukaryotic and viral components of the gut community, revealing not just their taxonomy, but also the functions encoded by their collective metagenome. This revolution in understanding is being driven by continued development of sequencing technologies and in consequence necessitates reciprocal development of computational approaches that can adapt to the evolving nature of sequence datasets. In this review, we provide an overview of current bioinformatic strategies for handling metagenomic sequence data and discuss their strengths and limitations. We then go on to discuss key technological developments that have the potential to once again revolutionise the way we are able to view and hence understand the microbiome.
引用
收藏
页码:282 / 296
页数:15
相关论文
共 126 条
  • [1] Ahmed N, 2016, IEEE INT C BIOINFORM, P1421, DOI 10.1109/BIBM.2016.7822731
  • [2] Al-Ghalith G., 2020, BURST enables mathematically optimal short read alignment for big data, DOI [10.1101/2020.09.08.287128, DOI 10.1101/2020.09.08.287128]
  • [3] Techniques for efficient detection of rapid weather changes and analysis of their impacts on a highway network
    Alim, Adil
    Joshi, Aparna
    Chen, Feng
    Lawson, Catherine T.
    [J]. GEOINFORMATICA, 2020, 24 (02) : 269 - 299
  • [4] A unified catalog of 204,938 reference genomes from the human gut microbiome
    Almeida, Alexandre
    Nayfach, Stephen
    Boland, Miguel
    Strozzi, Francesco
    Beracochea, Martin
    Shi, Zhou Jason
    Pollard, Katherine S.
    Sakharova, Ekaterina
    Parks, Donovan H.
    Hugenholtz, Philip
    Segata, Nicola
    Kyrpides, Nikos C.
    Finn, Robert D.
    [J]. NATURE BIOTECHNOLOGY, 2021, 39 (01) : 105 - 114
  • [5] A new genomic blueprint of the human gut microbiota
    Almeida, Alexandre
    Mitchell, Alex L.
    Boland, Miguel
    Forster, Samuel C.
    Gloor, Gregory B.
    Tarkowska, Aleksandra
    Lawley, Trevor D.
    Finn, Robert D.
    [J]. NATURE, 2019, 568 (7753) : 499 - +
  • [6] A systematic comparison of the MetaCyc and KEGG pathway databases
    Altman, Tomer
    Travers, Michael
    Kothari, Anamika
    Caspi, Ron
    Karp, Peter D.
    [J]. BMC BIOINFORMATICS, 2013, 14
  • [7] KofamKOALA: KEGG Ortholog assignment based on profile HMM and adaptive score threshold
    Aramaki, Takuya
    Blanc-Mathieu, Romain
    Endo, Hisashi
    Ohkubo, Koichi
    Kanehisa, Minoru
    Goto, Susumu
    Ogata, Hiroyuki
    [J]. BIOINFORMATICS, 2020, 36 (07) : 2251 - 2252
  • [8] EuPathDB: a portal to eukaryotic pathogen databases
    Aurrecoechea, Cristina
    Brestelli, John
    Brunk, Brian P.
    Fischer, Steve
    Gajria, Bindu
    Gao, Xin
    Gingle, Alan
    Grant, Greg
    Harb, Omar S.
    Heiges, Mark
    Innamorato, Frank
    Iodice, John
    Kissinger, Jessica C.
    Kraemer, Eileen T.
    Li, Wei
    Miller, John A.
    Nayak, Vishal
    Pennington, Cary
    Pinney, Deborah F.
    Roos, David S.
    Ross, Chris
    Srinivasamoorthy, Ganesh
    Stoeckert, Christian J., Jr.
    Thibodeau, Ryan
    Treatman, Charles
    Wang, Haiming
    [J]. NUCLEIC ACIDS RESEARCH, 2010, 38 : D415 - D419
  • [9] New approaches for metagenome assembly with short reads
    Ayling, Martin
    Clark, Matthew D.
    Leggett, Richard M.
    [J]. BRIEFINGS IN BIOINFORMATICS, 2020, 21 (02) : 584 - 594
  • [10] UniProt: a worldwide hub of protein knowledge
    Bateman, Alex
    Martin, Maria-Jesus
    Orchard, Sandra
    Magrane, Michele
    Alpi, Emanuele
    Bely, Benoit
    Bingley, Mark
    Britto, Ramona
    Bursteinas, Borisas
    Busiello, Gianluca
    Bye-A-Jee, Hema
    Da Silva, Alan
    De Giorgi, Maurizio
    Dogan, Tunca
    Castro, Leyla Garcia
    Garmiri, Penelope
    Georghiou, George
    Gonzales, Daniel
    Gonzales, Leonardo
    Hatton-Ellis, Emma
    Ignatchenko, Alexandr
    Ishtiaq, Rizwan
    Jokinen, Petteri
    Joshi, Vishal
    Jyothi, Dushyanth
    Lopez, Rodrigo
    Luo, Jie
    Lussi, Yvonne
    MacDougall, Alistair
    Madeira, Fabio
    Mahmoudy, Mahdi
    Menchi, Manuela
    Nightingale, Andrew
    Onwubiko, Joseph
    Palka, Barbara
    Pichler, Klemens
    Pundir, Sangya
    Qi, Guoying
    Raj, Shriya
    Renaux, Alexandre
    Lopez, Milagros Rodriguez
    Saidi, Rabie
    Sawford, Tony
    Shypitsyna, Aleksandra
    Speretta, Elena
    Turner, Edward
    Tyagi, Nidhi
    Vasudev, Preethi
    Volynkin, Vladimir
    Wardell, Tony
    [J]. NUCLEIC ACIDS RESEARCH, 2019, 47 (D1) : D506 - D515